Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 0.172167 0.189442 0.208362 0.230741 0.256643 0.285869 0.321606
2025-05-11 0.145831 0.169834 0.198369 0.235319 0.282697 0.342562 0.425881
2025-05-18 0.126913 0.153631 0.187260 0.233771 0.298258 0.387533 0.526459
2025-05-25 0.110500 0.137355 0.172525 0.223522 0.298466 0.409848 0.599817
2025-06-01 0.099799 0.126815 0.163397 0.218646 0.304136 0.439756 0.692438
2025-06-08 0.092396 0.119710 0.157813 0.217532 0.314500 0.478331 0.812170
2025-06-15 0.087139 0.114935 0.154797 0.219504 0.329608 0.527773 0.971522
2025-06-22 0.079680 0.106295 0.145145 0.209663 0.322904 0.535683 1.045203
2025-06-29 0.073855 0.099568 0.137726 0.202478 0.319565 0.549077 1.137479
2025-07-06 0.069247 0.094298 0.132067 0.197514 0.319383 0.568655 1.254901
2025-07-13 0.067570 0.093303 0.132966 0.203755 0.341256 0.640765 1.561556
2025-07-20 0.066391 0.092956 0.134819 0.211822 0.368130 0.732533 2.004213
2025-07-27 0.064857 0.092024 0.135764 0.218639 0.394483 0.834466 2.603268
2025-08-03 0.062991 0.090445 0.135506 0.223225 0.417194 0.936853 3.357729
2025-08-10 0.060316 0.087366 0.132402 0.221868 0.426049 1.003369 4.050261
2025-08-17 0.056614 0.082377 0.125590 0.212355 0.413726 1.000012 4.322861
2025-08-24 0.053961 0.078996 0.121413 0.207821 0.413031 1.035424 4.949984
2025-08-31 0.052024 0.076713 0.119045 0.206784 0.421061 1.104791 6.039531
2025-09-07 0.050633 0.075272 0.118092 0.208621 0.437008 1.211358 7.891669
2025-09-14 0.047872 0.071346 0.112311 0.199452 0.421541 1.189301 8.227264
2025-09-21 0.045608 0.068190 0.107807 0.192749 0.412097 1.189863 8.930558
2025-09-28 0.043752 0.065666 0.104359 0.188115 0.407896 1.212037 10.116603
2025-10-05 0.043308 0.065586 0.105520 0.193941 0.435078 1.388498 15.518992